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random survival forest #19

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mao223 opened this issue May 16, 2022 · 1 comment
Open

random survival forest #19

mao223 opened this issue May 16, 2022 · 1 comment
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feature 💡 New feature or request

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@mao223
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mao223 commented May 16, 2022

Good day. Is it possible to get SHAP values for random survival forest models with this package? For instance, those generated from randomForestSRC? Thank you very much.
@mikolajsp
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Hey @mao223, thanks for showing interest in this package.

As random survival forests produce functional output it is difficult to apply the treeshap method directly, so this functionality isn't planned for now.

However, I encourage you to check out the survex package designed for explaining survival models. It implements the extension of survSHAP method for all survival models.

@kapsner kapsner mentioned this issue Nov 28, 2022
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@krzyzinskim krzyzinskim added the feature 💡 New feature or request label Sep 27, 2023
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@mao223 @mikolajsp @krzyzinskim